Pre-release
This release is a pre-release and may not be stable for production use.
Stim
Stim is a fast simulator for quantum stabilizer circuits.
API references are available on the stim github wiki: https://github.com/quantumlib/stim/wiki
Stim can be installed into a python 3 environment using pip:
pip install stim
Once stim is installed, you can import stim and use it.
There are three supported use cases:
- Interactive simulation with
stim.TableauSimulator. - High speed sampling with samplers compiled from
stim.Circuit. - Independent exploration using
stim.Tableauandstim.PauliString.
Interactive Simulation
Use stim.TableauSimulator to simulate operations one by one while inspecting the results:
import stim
s = stim.TableauSimulator()
# Create a GHZ state.
s.h(0)
s.cnot(0, 1)
s.cnot(0, 2)
# Look at the simulator state re-inverted to be forwards:
t = s.current_inverse_tableau()
print(t**-1)
# prints:
# +-xz-xz-xz-
# | ++ ++ ++
# | ZX _Z _Z
# | _X XZ __
# | _X __ XZ
# Measure the GHZ state.
print(s.measure_many(0, 1, 2))
# prints one of:
# [True, True, True]
# or:
# [False, False, False]
High Speed Sampling
By creating a stim.Circuit and compiling it into a sampler, samples can be generated very quickly:
import stim
# Create a circuit that measures a large GHZ state.
c = stim.Circuit()
c.append("H", [0])
for k in range(1, 30):
c.append("CNOT", [0, k])
c.append("M", range(30))
# Compile the circuit into a high performance sampler.
sampler = c.compile_sampler()
# Collect a batch of samples.
# Note: the ideal batch size, in terms of speed per sample, is roughly 1024.
# Smaller batches are slower because they are not sufficiently vectorized.
# Bigger batches are slower because they use more memory.
batch = sampler.sample(1024)
print(type(batch)) # numpy.ndarray
print(batch.dtype) # numpy.uint8
print(batch.shape) # (1024, 30)
print(batch)
# Prints something like:
# [[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# ...
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
# [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
# [1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]]
This also works on circuits that include noise:
import stim
import numpy as np
c = stim.Circuit("""
X_ERROR(0.1) 0
Y_ERROR(0.2) 1
Z_ERROR(0.3) 2
DEPOLARIZE1(0.4) 3
DEPOLARIZE2(0.5) 4 5
M 0 1 2 3 4 5
""")
batch = c.compile_sampler().sample(2**20)
print(np.mean(batch, axis=0).round(3))
# Prints something like:
# [0.1 0.2 0. 0.267 0.267 0.266]
You can also sample annotated detection events using stim.Circuit.compile_detector_sampler.
For a list of gates that can appear in a stim.Circuit, see the latest readme on github.
Independent Exploration
Stim provides data types stim.PauliString and stim.Tableau, which support a variety of fast operations.
import stim
xx = stim.PauliString("XX")
yy = stim.PauliString("YY")
assert xx * yy == -stim.PauliString("ZZ")
s = stim.Tableau.from_named_gate("S")
print(repr(s))
# prints:
# stim.Tableau.from_conjugated_generators(
# xs=[
# stim.PauliString("+Y"),
# ],
# zs=[
# stim.PauliString("+Z"),
# ],
# )
s_dag = stim.Tableau.from_named_gate("S_DAG")
assert s**-1 == s_dag
assert s**1000000003 == s_dag
cnot = stim.Tableau.from_named_gate("CNOT")
cz = stim.Tableau.from_named_gate("CZ")
h = stim.Tableau.from_named_gate("H")
t = stim.Tableau(5)
t.append(cnot, [1, 4])
t.append(h, [4])
t.append(cz, [1, 4])
t.prepend(h, [4])
assert t == stim.Tableau(5)
4 maintainers
Release files for stim 1.16.dev1768509619
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| stim-1.16.dev1768509619.tar.gz | 877.1 kB | Details |
Built distributions (wheels)
Total release size: 85.2 MB
Release files / stim-1.16.dev1768509619.tar.gz
| Download URL | stim-1.16.dev1768509619.tar.gz |
|---|---|
| Size | 877.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
cdec57c2cfd685f0c660cd534085b95d050e00b0d412d307669b56bca3b97bb9
|
|
BLAKE2b-256 checksum How to use checksums |
5b7768c57f22b8c4c5f2db1d43a2aad61bb4cddb12f6914f26d266689658bb1e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp314-cp314-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c896e8d383bae33e2327b790d18838514e309979234f752a349ee3c07221f81d
|
|
BLAKE2b-256 checksum How to use checksums |
e7358585f6767150e7f57a00da444ed2fd17b38563c5f047f23ef0200d534c2c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
77b7c967804a729679c9360412b47489689d7a753f889e7e706e83ce1b19b6ca
|
|
BLAKE2b-256 checksum How to use checksums |
0f44cd7cd8872b0dcf1d3a3b746b8123bcefe53951398153399c2d7e96cdfc2a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
e9c780e1f2a2210a4f38fa95441f1adfba1459865ed891046268823bf129602a
|
|
BLAKE2b-256 checksum How to use checksums |
c486b74f7782fdc784025fbc97c29bb6651c78a64df070f53e6735a578079321
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp314-cp314-macosx_10_15_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp314-cp314-macosx_10_15_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.14 macOS 10.15+ x86-64 |
|
SHA-256 checksum How to use checksums |
263607baf8445b49300a8cf0afcd2094c448ff607ee23d64bd324ea098e16632
|
|
BLAKE2b-256 checksum How to use checksums |
70d41a1a5f1f77ddde6381d874a68ce97931929146fc40b46ff18f164ddbecfd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp313-cp313-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
2b65e68b34d3f69348386b476144601294eed05b95ce4c8542d319f1328e47db
|
|
BLAKE2b-256 checksum How to use checksums |
0f8419ff515dc332606cc1678343728675af39d0e8c36b23411b4b79f6c5a5a6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
6fbb710310aa37ef4ff33e8c2577d0caa2fb20b0d78e649d6be299a08adedf28
|
|
BLAKE2b-256 checksum How to use checksums |
42922199e94121698420063724264f34b3780946d28b0100df4c2409bacdb471
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
dafb355a4446679859482f13cacff5edd2078357c7a7c9712be64f077909710e
|
|
BLAKE2b-256 checksum How to use checksums |
51b6d0e2de1cb068e87ca6ff49eae5d99058f600470bf01244085562ee4ef49f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp313-cp313-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.13 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
81113afc517c249751dca025429700df0f3e52d028819e1309c153c3ce8d5a3c
|
|
BLAKE2b-256 checksum How to use checksums |
95ad49fd02f7b4dca69ea9c49376ea8e5ec70937e305801aafd66e8feecf526c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp312-cp312-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e2f0415ccc59882a8b21ce434888a34e2554e3b4c4bc4cb0a2499c0d83208d28
|
|
BLAKE2b-256 checksum How to use checksums |
e1822715f7ed02051741a86e47b868a9574cf5801d40d97239e9969b78b17ccf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.3 MB |
| Tags | CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
ed17a7a240342ad4c89bf13325de4a34da818b3add6d71b4d6076b2af31433c6
|
|
BLAKE2b-256 checksum How to use checksums |
30f7180b53b889aa84a5b7460746092df2269d36c88e88f7d7b0f3938bee2f16
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
55a451a9935e1e75f5903fc696eaa07560bb8e7c8c74b86a407e6ecee6131a81
|
|
BLAKE2b-256 checksum How to use checksums |
3043f1c7c79ce04decaa1dacf1fc3851ef10c93cfe95f9dff33e60c95eb80c0c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp312-cp312-macosx_10_13_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp312-cp312-macosx_10_13_x86_64.whl |
|---|---|
| Size | 2.1 MB |
| Tags | CPython 3.12 macOS 10.13+ x86-64 |
|
SHA-256 checksum How to use checksums |
ed6e60bb55092c50888d7e2f9bf1ac4ee9e157490e1389a8715c7f6592b0cc11
|
|
BLAKE2b-256 checksum How to use checksums |
50538e25a64ccb2bef0b6c1dc6b003bd4d8e29e89c38e760676f8855bbdb912d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp311-cp311-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
0ae72f5c6c6144149ae7bc8a727ca59688f0c24d76e4580103fc293f7ef399f1
|
|
BLAKE2b-256 checksum How to use checksums |
6e0b25ba61753e4d0033ed6c766b3ad2308794a51480465590708d822fba7a9f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
237ad69f428a92408f74d114d5dd1d0fef4b64815afe2774a82857a3133e6a9f
|
|
BLAKE2b-256 checksum How to use checksums |
063f28a3b6431257481184f24ae30f8fd0b793a4f8b69e9b6b1ee0e6fb42ae85
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
1fdd374dc3da52977312087cf67cca66a46c56736159939ce606f5250010fdc8
|
|
BLAKE2b-256 checksum How to use checksums |
11f67d0f711d64fcb9425d97ff03b4a44334ea952c3020738c3a9de725e25a97
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp311-cp311-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp311-cp311-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.11 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
a62bd55768276189e335d1a150aef19f3da7c0eacf70d00896ea6f891ef6bc5a
|
|
BLAKE2b-256 checksum How to use checksums |
eda742941cb827a6f1578432593a5dd1b0c14e4902619b2fe510c04b5ceb10a3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp310-cp310-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp310-cp310-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
c2b884c0b20b4483e619e87e2968616f732724af055a53cd866c91a0486a4c95
|
|
BLAKE2b-256 checksum How to use checksums |
5d3d8c94d61e727439e3e8a683a9b0806b4112971b079f830714054c43d18e6e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
26075f4d8548fd71f7a94263747c47f0a7f566d956cc88f2acb6fa90b3d03ccd
|
|
BLAKE2b-256 checksum How to use checksums |
100141fc97ab6889691bb787de59b638b3d4f6309e27c81d007aadbeb33bb78f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp310-cp310-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
891d893d4384bd87a7198ed9454eeb44decfe0b70c6c2ce00b754bc7cd984f4d
|
|
BLAKE2b-256 checksum How to use checksums |
d9e378fbbee565344721fe138fb601c74f7cffa2b1e6b5821f216af0df1b01cc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp310-cp310-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
22c753adf2a21fad23f1ea77478d1718b55f02cc07ea49517223c395e3d14c62
|
|
BLAKE2b-256 checksum How to use checksums |
697bf239ff5b8f91446a80e38cddcaf937ed0710d2a6e83281418f5a173c0c4b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp39-cp39-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3c9c165136fc30cafd4150957fdbda830aca76b876f927d8fc1e2ee49fe7051e
|
|
BLAKE2b-256 checksum How to use checksums |
35231d8eca286f7e867ac158ff4b87f2644d7d05c06d6f436356706ca8c2cc4d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.9 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
e8f2feb2ea969447a306bea84709fd8c78e15446a1dc92d19a0712b614e68565
|
|
BLAKE2b-256 checksum How to use checksums |
c8f73c5642b7a6e617262d01044e8c9715718d024b50baa2bc6058987b5e16a9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
32e3986a48ef0a6dabda83f56779d9d7609d1387cb0f9be1195031d9d363ec1c
|
|
BLAKE2b-256 checksum How to use checksums |
c5bf4748a928760b9830c4e93adf78ada38fefe302eacd494bb9738e927eff61
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.0 MB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
39fc47606b0e474fa37cbad3c2e605b129dafa64f87db8314b3735f5796427a8
|
|
BLAKE2b-256 checksum How to use checksums |
628e976780163d47639424c88158ad3bb3fbfc90cc503afd1d8ca99973d39440
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp38-cp38-win_amd64.whl
| Download URL | stim-1.16.dev1768509619-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
1d783f3da8ae3e2a748a7b155f0c5045081c5d87f3c6a5d1a1c41880f9830bcf
|
|
BLAKE2b-256 checksum How to use checksums |
aa59d422216c1b2461a7e4df3877e18f2542e33b8ab3837d3a71b8e1320beaab
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp38-cp38-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 5.2 MB |
| Tags | CPython 3.8 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
351e24e86a5d47d8679871d6b28eef59b271aa2dfd725c06d9eac9dff3171250
|
|
BLAKE2b-256 checksum How to use checksums |
0a8a9106ae345c12865f12d389b5595cb7aa2ed18a0f3f36a1afc9672ecc74dc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | stim-1.16.dev1768509619-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
1f4a988d48a994fe6a75e8edae7b9c17fc81a50dda120f25153724ea52ba055f
|
|
BLAKE2b-256 checksum How to use checksums |
e4d93b077da2e5babe79d797b8a9c11fc73f4f81def4f729f8a0f9bc92bf81dd
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Release files / stim-1.16.dev1768509619-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | stim-1.16.dev1768509619-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.9 MB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
|
SHA-256 checksum How to use checksums |
76a090ebd99d894f1b2a4e64ebd6bc9f26bdb8995e88321c461ff935ab2e7037
|
|
BLAKE2b-256 checksum How to use checksums |
ccc151df5158d1de6ced614f7ce14a06e62fbddcd9688dd475d3b47d0a9c915a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
